ISA-Bench: Benchmarking Instruction Sensitivity for Large Audio Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Bohan, Huang, Wenbin, Qiu, Yuhang, Guo, Yiwei, Wang, Hankun, Li, Zhihan, Peng, Jing, Ma, Ziyang, Chen, Xie, Yu, Kai |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
AHAMask: Reliable Task Specification for Large Audio Language Models without Instructions
by: Guo, Yiwei, et al.
Published: (2025)
by: Guo, Yiwei, et al.
Published: (2025)
Towards General Discrete Speech Codec for Complex Acoustic Environments: A Study of Reconstruction and Downstream Task Consistency
by: Wang, Haoran, et al.
Published: (2025)
by: Wang, Haoran, et al.
Published: (2025)
CodecSlime: Temporal Redundancy Compression of Neural Speech Codec via Dynamic Frame Rate
by: Wang, Hankun, et al.
Published: (2025)
by: Wang, Hankun, et al.
Published: (2025)
Robust and Efficient Autoregressive Speech Synthesis with Dynamic Chunk-wise Prediction Policy
by: Li, Bohan, et al.
Published: (2025)
by: Li, Bohan, et al.
Published: (2025)
LSCodec: Low-Bitrate and Speaker-Decoupled Discrete Speech Codec
by: Guo, Yiwei, et al.
Published: (2024)
by: Guo, Yiwei, et al.
Published: (2024)
Why Do Speech Language Models Fail to Generate Semantically Coherent Outputs? A Modality Evolving Perspective
by: Wang, Hankun, et al.
Published: (2024)
by: Wang, Hankun, et al.
Published: (2024)
HoliTok:A Coutinuous Holistic Tokenization with Robust Dual Capabilities of Speech Generation and Understanding
by: Li, Bohan, et al.
Published: (2026)
by: Li, Bohan, et al.
Published: (2026)
vec2wav 2.0: Advancing Voice Conversion via Discrete Token Vocoders
by: Guo, Yiwei, et al.
Published: (2024)
by: Guo, Yiwei, et al.
Published: (2024)
MINT-Bench: A Comprehensive Multilingual Benchmark for Instruction-Following Text-to-Speech
by: Chen, Huakang, et al.
Published: (2026)
by: Chen, Huakang, et al.
Published: (2026)
Fast and High-Quality Auto-Regressive Speech Synthesis via Speculative Decoding
by: Li, Bohan, et al.
Published: (2024)
by: Li, Bohan, et al.
Published: (2024)
Attention-Constrained Inference for Robust Decoder-Only Text-to-Speech
by: Wang, Hankun, et al.
Published: (2024)
by: Wang, Hankun, et al.
Published: (2024)
TTA-Bench: A Comprehensive Benchmark for Evaluating Text-to-Audio Models
by: Wang, Hui, et al.
Published: (2025)
by: Wang, Hui, et al.
Published: (2025)
Towards Weakly Supervised Text-to-Audio Grounding
by: Xu, Xuenan, et al.
Published: (2024)
by: Xu, Xuenan, et al.
Published: (2024)
Recent Advances in Discrete Speech Tokens: A Review
by: Guo, Yiwei, et al.
Published: (2025)
by: Guo, Yiwei, et al.
Published: (2025)
DiveSound: LLM-Assisted Automatic Taxonomy Construction for Diverse Audio Generation
by: Li, Baihan, et al.
Published: (2024)
by: Li, Baihan, et al.
Published: (2024)
VALL-T: Decoder-Only Generative Transducer for Robust and Decoding-Controllable Text-to-Speech
by: Du, Chenpeng, et al.
Published: (2024)
by: Du, Chenpeng, et al.
Published: (2024)
SLAM-AAC: Enhancing Audio Captioning with Paraphrasing Augmentation and CLAP-Refine through LLMs
by: Chen, Wenxi, et al.
Published: (2024)
by: Chen, Wenxi, et al.
Published: (2024)
Unlocking Temporal Flexibility: Neural Speech Codec with Variable Frame Rate
by: Zhang, Hanglei, et al.
Published: (2025)
by: Zhang, Hanglei, et al.
Published: (2025)
PolyBench: A Benchmark for Compositional Reasoning in Polyphonic Audio
by: Chen, Yuanjian, et al.
Published: (2026)
by: Chen, Yuanjian, et al.
Published: (2026)
AudioBench: A Universal Benchmark for Audio Large Language Models
by: Wang, Bin, et al.
Published: (2024)
by: Wang, Bin, et al.
Published: (2024)
On the Effectiveness of Acoustic BPE in Decoder-Only TTS
by: Li, Bohan, et al.
Published: (2024)
by: Li, Bohan, et al.
Published: (2024)
Audio-Mind: An Auditable Agentic Framework for Audio Understanding
by: Wang, Yucheng, et al.
Published: (2026)
by: Wang, Yucheng, et al.
Published: (2026)
VQTTS: High-Fidelity Text-to-Speech Synthesis with Self-Supervised VQ Acoustic Feature
by: Du, Chenpeng, et al.
Published: (2022)
by: Du, Chenpeng, et al.
Published: (2022)
NDVQ: Robust Neural Audio Codec with Normal Distribution-Based Vector Quantization
by: Niu, Zhikang, et al.
Published: (2024)
by: Niu, Zhikang, et al.
Published: (2024)
LEMAS: Large A 150K-Hour Large-scale Extensible Multilingual Audio Suite with Generative Speech Models
by: Zhao, Zhiyuan, et al.
Published: (2026)
by: Zhao, Zhiyuan, et al.
Published: (2026)
CodecBench: A Comprehensive Benchmark for Acoustic and Semantic Evaluation
by: Deng, Ruifan, et al.
Published: (2025)
by: Deng, Ruifan, et al.
Published: (2025)
From Contrast to Commonality: Audio Commonality Captioning for Enhanced Audio-Text Cross-modal Understanding in Multimodal LLMs
by: Jia, Yuhang, et al.
Published: (2025)
by: Jia, Yuhang, et al.
Published: (2025)
AudioRAG: A Challenging Benchmark for Audio Reasoning and Information Retrieval
by: Lin, Jingru, et al.
Published: (2026)
by: Lin, Jingru, et al.
Published: (2026)
SOVA-Bench: Benchmarking the Speech Conversation Ability for LLM-based Voice Assistant
by: Hou, Yixuan, et al.
Published: (2025)
by: Hou, Yixuan, et al.
Published: (2025)
A Transcription Prompt-based Efficient Audio Large Language Model for Robust Speech Recognition
by: Li, Yangze, et al.
Published: (2024)
by: Li, Yangze, et al.
Published: (2024)
AeroGPT: Leveraging Large-Scale Audio Model for Aero-Engine Bearing Fault Diagnosis
by: Liu, Jiale, et al.
Published: (2025)
by: Liu, Jiale, et al.
Published: (2025)
Audio-CoT: Exploring Chain-of-Thought Reasoning in Large Audio Language Model
by: Ma, Ziyang, et al.
Published: (2025)
by: Ma, Ziyang, et al.
Published: (2025)
SpeechEditBench: A Bilingual Multi-Attribute Benchmark for Instruction-Guided Speech Editing
by: Zhang, Hanlin, et al.
Published: (2026)
by: Zhang, Hanlin, et al.
Published: (2026)
Acoustic BPE for Speech Generation with Discrete Tokens
by: Shen, Feiyu, et al.
Published: (2023)
by: Shen, Feiyu, et al.
Published: (2023)
UniAudio 1.5: Large Language Model-driven Audio Codec is A Few-shot Audio Task Learner
by: Yang, Dongchao, et al.
Published: (2024)
by: Yang, Dongchao, et al.
Published: (2024)
SEF-VC: Speaker Embedding Free Zero-Shot Voice Conversion with Cross Attention
by: Li, Junjie, et al.
Published: (2023)
by: Li, Junjie, et al.
Published: (2023)
AudioMarkBench: Benchmarking Robustness of Audio Watermarking
by: Liu, Hongbin, et al.
Published: (2024)
by: Liu, Hongbin, et al.
Published: (2024)
Contrastive Learning With Audio Discrimination For Customizable Keyword Spotting In Continuous Speech
by: Xi, Yu, et al.
Published: (2024)
by: Xi, Yu, et al.
Published: (2024)
FoleyBench: A Benchmark For Video-to-Audio Models
by: Dixit, Satvik, et al.
Published: (2025)
by: Dixit, Satvik, et al.
Published: (2025)
STAR-Bench: Probing Deep Spatio-Temporal Reasoning as Audio 4D Intelligence
by: Liu, Zihan, et al.
Published: (2025)
by: Liu, Zihan, et al.
Published: (2025)
Similar Items
-
AHAMask: Reliable Task Specification for Large Audio Language Models without Instructions
by: Guo, Yiwei, et al.
Published: (2025) -
Towards General Discrete Speech Codec for Complex Acoustic Environments: A Study of Reconstruction and Downstream Task Consistency
by: Wang, Haoran, et al.
Published: (2025) -
CodecSlime: Temporal Redundancy Compression of Neural Speech Codec via Dynamic Frame Rate
by: Wang, Hankun, et al.
Published: (2025) -
Robust and Efficient Autoregressive Speech Synthesis with Dynamic Chunk-wise Prediction Policy
by: Li, Bohan, et al.
Published: (2025) -
LSCodec: Low-Bitrate and Speaker-Decoupled Discrete Speech Codec
by: Guo, Yiwei, et al.
Published: (2024)